Evolving scenario of big data and Artificial Intelligence (AI) in drug discovery

• DOI: 10.1007/s11030-021-10256-w
• Publication Date: 2021-06-23T03:48:50Z
• Authors: Manish Kumar Trip...; Abhigyan Nath; Tej P. Singh; A. S. Ethayathulla; Punit Kaur
• Keywords: Cheminformatics; Chemical space

The accumulation of massive data in the plethora Cheminformatics databases has made role big and artificial intelligence (AI) indispensable drug design. This necessitated development newer algorithms architectures to mine these fulfil specific needs various discovery processes such as virtual screening, de novo molecule design this era. deep learning neural networks their variants with corresponding increase chemical resulted a paradigm shift information mining pertaining space. present review summarizes AI techniques currently being implemented satisfy ever-increasing research demands pipelines.